A GBVS Based Object Recognition Algorithm
Faxu Wang, Xiaonian Wang, Zhuping Wang, Jin Zhu · Advances in intelligent systems research/Advances in Intelligent Systems Research · 2015
Object recognition has always been regarded as hot research area in image field; especially there are many research difficulties of recognition in multiple objects scene.This paper puts forward an object recognition algorithm based on hierarchical decomposition GBVS.Firstly, get saliency map of current scene according to GBVS algorithm, and acquire multi focused areas according to its multiple peak features.Then, obtain object and scene described by tree via hierarchical focusing process.Thereafter, utilize edit distance to evaluate similarities among tress so as to realize object recognition.Finally, use real scene to verify method feasibility.